Found 9883 publications. Showing page 335 of 396:
Stochastic and deterministic processes in Asymmetric Tsetlin Machine
This paper introduces a new approach to enhance the decision-making capabilities of the Tsetlin Machine (TM) through the Stochastic Point Location (SPL) algorithm and the Asymmetric Steps technique. We incorporate stochasticity and asymmetry into the TM's process, along with a decaying normal distribution function that improves adaptability as it converges toward zero over time. We present two methods: the Asymmetric Probabilistic Tsetlin (APT) Machine, influenced by random events, and the Asymmetric Tsetlin (AT) Machine, which transitions from probabilistic to deterministic states. We evaluate these methods against traditional machine learning algorithms and classical Tsetlin (CT) machines across various benchmark datasets. Both AT and APT demonstrate competitive performance, with the AT model notably excelling, especially in complex datasets.
Frontiers Media S.A.
2025
2010
2022
2022
Storage and reporting of odd samples. NILU OR
The report gives recommendation on the storage and the reporting of measurements from odd samples. It is important that the report contains the measurements and description of the measurements for later use. A recommendation for storing the measurements is making a simple database with a library function. The library function will give the path to samples with given key words and where to find them.
2010
Royal Society of Chemistry (RSC)
2020
Strategy for national satellite related operational support to aviation for volcanic ash avoidance NILU OR
2011
2012
2017
2012
2005
Stratospheric injection of biomass fire smoke followed by long-range transport: MOZAIC case studies.
2005
2009
2015
Street Emission Ceiling (SEC) exercise. Phase 3 report on station pair data analysis, comparison with emissions estimates, street typology and guidance on how to use it. ETC/ACC Technical paper, 2006/7
2007